[tag]

#reliability

2 stories

[research]Aug 11, 2026By ByteBulletin Editor

Why AI Agents Aren't as Skilled as They Seem: New Research Highlights Inconsistency Problem

A new arXiv study reveals that AI agents show troubling inconsistency in skill execution, raising questions about their reliability in real-world tasks.

[tooling]Jul 17, 2026By ByteBulletin Editor

Kassette: Durable Execution for Agentic Workflows Without a New Runtime

A new open-source library brings crash-safe, journal-based durability to AI agent pipelines, composing with existing queues and job runners.